EP 3973080 A4 20230531 - SYSTEMS AND METHODS FOR DETERMINING WHETHER A SUBJECT HAS A CANCER CONDITION USING TRANSFER LEARNING
Title (en)
SYSTEMS AND METHODS FOR DETERMINING WHETHER A SUBJECT HAS A CANCER CONDITION USING TRANSFER LEARNING
Title (de)
SYSTEME UND VERFAHREN ZUR FESTSTELLUNG, OB EIN INDIVIDUUM AN KREBS ERKRANKT IST, UNTER VERWENDUNG VON ÜBERTRAGUNGSLERNEN
Title (fr)
SYSTÈMES ET PROCÉDÉS POUR DÉTERMINER SI UN SUJET A UNE PATHOLOGIE CANCÉREUSE À L'AIDE D'UN APPRENTISSAGE PAR TRANSFERT
Publication
Application
Priority
- US 201962851486 P 20190522
- US 2020034317 W 20200522
Abstract (en)
[origin: US2020372296A1] Systems and methods for classifier training are provided. A first dataset is obtained that comprises, for each first subject, a corresponding plurality of bin values, each for a bin in a plurality of bins, and subject cancer condition. A feature extraction technique is applied to the first dataset thereby obtaining feature extraction functions, each of which is an independent linear or nonlinear function of bin values of the bins. A second dataset is obtained comprising, for each second subj ect, a corresponding plurality of bin values, each for a bin in the plurality of bins and subject cancer condition. The plurality of bin values of each corresponding subject in the second plurality are projected onto the respective feature extraction functions, thereby forming a transformed second dataset comprising feature values for each subject. The transformed second dataset and subject cancer condition serves to train a classifier on the cancer condition set.
IPC 8 full level
G06F 18/2115 (2023.01); C12Q 1/68 (2018.01); C12Q 1/6883 (2018.01); C12Q 1/6886 (2018.01); G06F 18/213 (2023.01); G16B 30/00 (2019.01); G16B 40/00 (2019.01); G16H 50/20 (2018.01)
CPC (source: EP US)
G06F 18/2115 (2023.01 - EP US); G06F 18/213 (2023.01 - EP US); G16H 50/20 (2018.01 - EP US); G16H 50/30 (2018.01 - US); G16H 50/70 (2018.01 - US); C12Q 1/6886 (2013.01 - EP US); C12Q 2600/154 (2013.01 - EP); C12Q 2600/156 (2013.01 - EP)
Citation (search report)
- [A] WO 2019084559 A1 20190502 - APOSTLE INC [US]
- [A] US 2019130065 A1 20190502 - LO YUK-MING DENNIS [CN], et al
- See also references of WO 2020237184A1
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
DOCDB simple family (publication)
US 11869661 B2 20240109; US 2020372296 A1 20201126; EP 3973080 A1 20220330; EP 3973080 A4 20230531; EP 3973080 B1 20240724; EP 4425506 A2 20240904; US 2024212848 A1 20240627; WO 2020237184 A1 20201126
DOCDB simple family (application)
US 202016881928 A 20200522; EP 20810838 A 20200522; EP 24189902 A 20200522; US 2020034317 W 20200522; US 202318523660 A 20231129